erictham

ABSA-BERT-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

ABSA-Codemix

Research - The aim of this project is to find the aspect from a given code-mix sentence. The traditional sequence tagging methods are compared with Deep learning methods. The concept of Question and Answering model is used to achieve this task.

AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

aspect-based-sentiment-analysis

Given an aspect term in a sentence, predict the sentiment label for the aspect term

Aspect-Based-Sentiment-Analysis-1

Aspect-Based Sentiment Analysis Experiments

aspect-extraction

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

awesome-financial-nlp

Researches for Natural Language Processing for Financial Domain

awesome-sentiment-analysis

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

erictham/awesome-financial-nlp

Researches for Natural Language Processing for Financial Domain

erictham/NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

erictham/ABSA-BERT-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

erictham/ABSA-Codemix

Research - The aim of this project is to find the aspect from a given code-mix sentence. The traditional sequence tagging methods are compared with Deep learning methods. The concept of Question and Answering model is used to achieve this task.

erictham/AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

erictham/aspect-based-sentiment-analysis

Given an aspect term in a sentence, predict the sentiment label for the aspect term

erictham/Aspect-Based-Sentiment-Analysis-1

Aspect-Based Sentiment Analysis Experiments

erictham/aspect-extraction

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

erictham/aspect-extraction-1

Several aspect extraction methods tried

erictham/Aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

erictham/AspectBasedSentimentAnalysis

Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA.

erictham/Backtrader-for-backtesting

These are the code snippets used in the Backtrader for backtesting guide on the AlgoTrading101 website

erictham/BERT-fine-tuning-for-twitter-sentiment-analysis

erictham/bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

erictham/covid_data

erictham/crfsuite

CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

erictham/Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

erictham/Financial-Derivative-Analysis-and-Simulation

Pricing and Analysis of Financial Derivative by Credit Suisse using Monte Carlo, Geometric Brownian Motion, Heston Model, CIR model, estimating greeks such as delta, gamma etc, Local volatility model incorporated with variance reduction.(For MH4518 Project)

erictham/graph_nets

Build Graph Nets in Tensorflow

erictham/holmes-extractor

Information extraction from English and German texts based on predicate logic

erictham/IAN

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

erictham/mat2vec

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

erictham/models

Models and examples built with TensorFlow

erictham/NLP-with-Python-1

Using Conditional Random Fields for segmenting Latin words written in scriptio continua

erictham/p2p-securities-trading

erictham/pykg2vec

Python library for knowledge graph embedding and representation learning.

erictham/pyqt5-qtquick2-example

An example of QtQuick 2 providing material and fluent design themes in PyQt5.

erictham/python-tutorial-notebooks

Python tutorials as Jupyter Notebooks for NLP, ML, AI

erictham/SA-DL

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

erictham/TNet-tensorflow

Implementation of https://arxiv.org/abs/1805.01086 by tensorflow